基于人类观测的智能空间移动机器人导航

Takeshi Sasaki, H. Hashimoto
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引用次数: 29

摘要

本文研究了一种移动机器人导航系统,该系统能够基于对人类行走的观察,对移动机器人进行正确定位和导航,从而在人类共享空间中以最小的干扰进行操作。为了实现这个系统,我们在环境中嵌入了许多智能设备。从分布式视觉系统中获取人体行走路径,提取环境中经常使用的路径。在该系统的支持下,实现了基于人的观察的移动机器人导航。利用扩展卡尔曼滤波从轮式编码器和三维超声定位系统测量数据中估计移动机器人的位置和姿态。该系统通过跟踪控制使移动机器人沿着常用路径进行导航
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Human Observation Based Mobile Robot Navigation in Intelligent Space
In this paper, we investigate a mobile robot navigation system which can localize the mobile robot correctly and navigate based on observation of human walking in order to operate in the human shared space with minimal disturbance to humans. To realize this system, we utilize many intelligent devices embedded in the environment. The human walking paths are obtained from distributed vision systems and frequently used paths in the environment are extracted. The mobile robot navigation based on observation of human is also performed with the support of the system. The position and orientation of the mobile robot are estimated from wheel encoder and 3D ultrasonic positioning system measurement data using extended Kalman filter. The system navigates the mobile robot along the frequently used paths by tracking control
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